Nacidos vivos

Dataset statistics

Number of variables	34
Number of observations	2706
Missing cells	2158
Missing cells (%)	2.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	718.9 KiB
Average record size in memory	272.0 B

Variable types

Numeric	10
Categorical	18
Unsupported	3
DateTime	3

Warnings

`PESO (Gramos)` is highly correlated with `TALLA (Centímetros)` and 1 other fields	High correlation
`TALLA (Centímetros)` is highly correlated with `PESO (Gramos)` and 1 other fields	High correlation
`TIEMPO DE GESTACIÓN` is highly correlated with `PESO (Gramos)` and 1 other fields	High correlation
`APGAR1` is highly correlated with `APGAR2`	High correlation
`APGAR2` is highly correlated with `APGAR1`	High correlation
`NÚMERO HIJOS NACIDOS VIVOS` is highly correlated with `NÚMERO EMBARAZOS`	High correlation
`NÚMERO EMBARAZOS` is highly correlated with `NÚMERO HIJOS NACIDOS VIVOS`	High correlation
`df_index` is highly correlated with `NÚMERO CERTIFICADO`	High correlation
`NÚMERO CERTIFICADO` is highly correlated with `df_index`	High correlation
`PESO (Gramos)` is highly correlated with `TALLA (Centímetros)` and 1 other fields	High correlation
`TALLA (Centímetros)` is highly correlated with `PESO (Gramos)`	High correlation
`TIEMPO DE GESTACIÓN` is highly correlated with `PESO (Gramos)`	High correlation
`NÚMERO HIJOS NACIDOS VIVOS` is highly correlated with `NÚMERO EMBARAZOS`	High correlation
`NÚMERO EMBARAZOS` is highly correlated with `NÚMERO HIJOS NACIDOS VIVOS`	High correlation
`df_index` is highly correlated with `NÚMERO CERTIFICADO`	High correlation
`NÚMERO CERTIFICADO` is highly correlated with `df_index`	High correlation
`NÚMERO HIJOS NACIDOS VIVOS` is highly correlated with `NÚMERO EMBARAZOS`	High correlation
`NÚMERO EMBARAZOS` is highly correlated with `NÚMERO HIJOS NACIDOS VIVOS`	High correlation
`TIEMPO DE GESTACIÓN` is highly correlated with `APGAR1` and 4 other fields	High correlation
`APGAR1` is highly correlated with `TIEMPO DE GESTACIÓN` and 1 other fields	High correlation
`PERTENENCIA ÉTNICA` is highly correlated with `NOMBRE ADMINISTRADORA`	High correlation
`PESO (Gramos)` is highly correlated with `TIEMPO DE GESTACIÓN` and 1 other fields	High correlation
`TIPO ADMINISTRADORA` is highly correlated with `NOMBRE INSTITUCIÓN` and 4 other fields	High correlation
`NOMBRE INSTITUCIÓN` is highly correlated with `TIPO ADMINISTRADORA` and 4 other fields	High correlation
`NÚMERO EMBARAZOS` is highly correlated with `NÚMERO HIJOS NACIDOS VIVOS`	High correlation
`NOMBRE ADMINISTRADORA` is highly correlated with `PERTENENCIA ÉTNICA` and 5 other fields	High correlation
`CÓDIGO INSTITUCIÓN` is highly correlated with `TIPO ADMINISTRADORA` and 6 other fields	High correlation
`RÉGIMEN SEGURIDAD` is highly correlated with `TIPO ADMINISTRADORA` and 6 other fields	High correlation
`APGAR2` is highly correlated with `TIEMPO DE GESTACIÓN` and 3 other fields	High correlation
`EDAD MADRE` is highly correlated with `TIPO DOCUMENTO MADRE`	High correlation
`NÚMERO CONSULTAS PRENATALES` is highly correlated with `RÉGIMEN SEGURIDAD`	High correlation
`NÚMERO HIJOS NACIDOS VIVOS` is highly correlated with `NÚMERO EMBARAZOS`	High correlation
`TALLA (Centímetros)` is highly correlated with `TIEMPO DE GESTACIÓN` and 1 other fields	High correlation
`SITIO NACIMIENTO` is highly correlated with `TIEMPO DE GESTACIÓN` and 1 other fields	High correlation
`NIVEL EDUCATIVO MADRE` is highly correlated with `TIPO ADMINISTRADORA` and 4 other fields	High correlation
`ESTADO CONYUGAL MADRE` is highly correlated with `NIVEL EDUCATIVO MADRE`	High correlation
`TIPO DOCUMENTO MADRE` is highly correlated with `RÉGIMEN SEGURIDAD` and 1 other fields	High correlation
`PERTENENCIA ÉTNICA` is highly correlated with `NOMBRE ADMINISTRADORA`	High correlation
`TIPO ADMINISTRADORA` is highly correlated with `NOMBRE INSTITUCIÓN` and 3 other fields	High correlation
`NOMBRE INSTITUCIÓN` is highly correlated with `TIPO ADMINISTRADORA` and 3 other fields	High correlation
`NOMBRE ADMINISTRADORA` is highly correlated with `PERTENENCIA ÉTNICA` and 4 other fields	High correlation
`CÓDIGO INSTITUCIÓN` is highly correlated with `TIPO ADMINISTRADORA` and 3 other fields	High correlation
`RÉGIMEN SEGURIDAD` is highly correlated with `TIPO ADMINISTRADORA` and 3 other fields	High correlation
`BARRIO` has 99 (3.7%) missing values	Missing
`FECHA ANTERIOR HIJO NACIDO VIVO` has 1123 (41.5%) missing values	Missing
`TIPO ADMINISTRADORA` has 440 (16.3%) missing values	Missing
`NOMBRE ADMINISTRADORA` has 440 (16.3%) missing values	Missing
`df_index` is uniformly distributed	Uniform
`df_index` has unique values	Unique
`NÚMERO CERTIFICADO` has unique values	Unique
`FECHA NACIMIENTO` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`NÚMERO DOCUMENTO MADRE` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`BARRIO` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`NÚMERO CONSULTAS PRENATALES` has 63 (2.3%) zeros	Zeros

Reproduction

Analysis started	2021-07-11 02:59:05.886256
Analysis finished	2021-07-11 02:59:32.433780
Duration	26.55 seconds
Software version	pandas-profiling v3.0.0
Download configuration	config.json

df_index
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
UNIFORM
UNIQUE

Distinct	2706
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1353.49963

Minimum	0
Maximum	2706
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	21.3 KiB

Quantile statistics

Minimum	0
5-th percentile	136.25
Q1	677.25
median	1353.5
Q3	2029.75
95-th percentile	2570.75
Maximum	2706
Range	2706
Interquartile range (IQR)	1352.5

Descriptive statistics

Standard deviation	781.2998786
Coefficient of variation (CV)	0.5772442497
Kurtosis	-1.19999606
Mean	1353.49963
Median Absolute Deviation (MAD)	676.5
Skewness	-2.840049158 × 10^-6
Sum	3662570
Variance	610429.5004
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2047	1	< 0.1%
1138	1	< 0.1%
1154	1	< 0.1%
1152	1	< 0.1%
1150	1	< 0.1%
1148	1	< 0.1%
1146	1	< 0.1%
1144	1	< 0.1%
1142	1	< 0.1%
1140	1	< 0.1%
Other values (2696)	2696	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
2706	1	< 0.1%
2705	1	< 0.1%
2704	1	< 0.1%
2703	1	< 0.1%
2702	1	< 0.1%
2701	1	< 0.1%
2700	1	< 0.1%
2699	1	< 0.1%
2698	1	< 0.1%
2697	1	< 0.1%

NÚMERO CERTIFICADO
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	2706
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	167829094.2

Minimum	161789522
Maximum	528712001
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	21.3 KiB

Quantile statistics

Minimum	161789522
5-th percentile	163804244.8
Q1	164449338.8
median	164471854
Q3	166800269.2
95-th percentile	166826639
Maximum	528712001
Range	366922479
Interquartile range (IQR)	2350930.5

Descriptive statistics

Standard deviation	30374064.43
Coefficient of variation (CV)	0.180982115
Kurtosis	137.2552777
Mean	167829094.2
Median Absolute Deviation (MAD)	38734
Skewness	11.78710496
Sum	4.541455289 × 10¹¹
Variance	9.225837902 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
163829759	1	< 0.1%
164467537	1	< 0.1%
166792515	1	< 0.1%
164451650	1	< 0.1%
166817089	1	< 0.1%
164447552	1	< 0.1%
164468030	1	< 0.1%
164488508	1	< 0.1%
164435258	1	< 0.1%
166798646	1	< 0.1%
Other values (2696)	2696	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
161789522	1	< 0.1%
161789537	1	< 0.1%
163793067	1	< 0.1%
163793099	1	< 0.1%
163793100	1	< 0.1%
163793124	1	< 0.1%
163793156	1	< 0.1%
163793195	1	< 0.1%
163793206	1	< 0.1%
163793268	1	< 0.1%

Value	Count	Frequency (%)
528712001	1	< 0.1%
528711981	1	< 0.1%
528711974	1	< 0.1%
528711967	1	< 0.1%
528711935	1	< 0.1%
528711928	1	< 0.1%
528711860	1	< 0.1%
528711846	1	< 0.1%
528711821	1	< 0.1%
528711771	1	< 0.1%

AREA NACIMIENTO
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	21.3 KiB

CABECERA MUNICIPAL	2703
RURAL DISPERSO	3

Length

Max length	18
Median length	18
Mean length	17.99556541
Min length	14

Characters and Unicode

Total characters	48696
Distinct characters	15
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	CABECERA MUNICIPAL
2nd row	CABECERA MUNICIPAL
3rd row	CABECERA MUNICIPAL
4th row	CABECERA MUNICIPAL
5th row	CABECERA MUNICIPAL

Common Values

Value	Count	Frequency (%)
CABECERA MUNICIPAL	2703	99.9%
RURAL DISPERSO	3	0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
municipal	2703	49.9%
cabecera	2703	49.9%
disperso	3	0.1%
rural	3	0.1%

Most occurring characters

Value	Count	Frequency (%)
A	8112	16.7%
C	8109	16.7%
E	5409	11.1%
I	5409	11.1%
R	2712	5.6%
	2706	5.6%
U	2706	5.6%
P	2706	5.6%
L	2706	5.6%
B	2703	5.6%
Other values (5)	5418	11.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	45990	94.4%
Space Separator	2706	5.6%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	8112	17.6%
C	8109	17.6%
E	5409	11.8%
I	5409	11.8%
R	2712	5.9%
U	2706	5.9%
P	2706	5.9%
L	2706	5.9%
B	2703	5.9%
M	2703	5.9%
Other values (4)	2715	5.9%

Space Separator

Value	Count	Frequency (%)
	2706	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	45990	94.4%
Common	2706	5.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	8112	17.6%
C	8109	17.6%
E	5409	11.8%
I	5409	11.8%
R	2712	5.9%
U	2706	5.9%
P	2706	5.9%
L	2706	5.9%
B	2703	5.9%
M	2703	5.9%
Other values (4)	2715	5.9%

Common

Value	Count	Frequency (%)
	2706	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	48696	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	8112	16.7%
C	8109	16.7%
E	5409	11.1%
I	5409	11.1%
R	2712	5.6%
	2706	5.6%
U	2706	5.6%
P	2706	5.6%
L	2706	5.6%
B	2703	5.6%
Other values (5)	5418	11.1%

SITIO NACIMIENTO
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	21.3 KiB

INSTITUCIÓN DE SALUD	2702
EL DOMICILIO	3
OTRO SITIO	1

Length

Max length	20
Median length	20
Mean length	19.98743533
Min length	10

Characters and Unicode

Total characters	54086
Distinct characters	15
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	INSTITUCIÓN DE SALUD
2nd row	INSTITUCIÓN DE SALUD
3rd row	INSTITUCIÓN DE SALUD
4th row	INSTITUCIÓN DE SALUD
5th row	INSTITUCIÓN DE SALUD

Common Values

Value	Count	Frequency (%)
INSTITUCIÓN DE SALUD	2702	99.9%
EL DOMICILIO	3	0.1%
OTRO SITIO	1	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
institución	2702	33.3%
salud	2702	33.3%
de	2702	33.3%
el	3	< 0.1%
domicilio	3	< 0.1%
sitio	1	< 0.1%
otro	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
I	8117	15.0%
	5408	10.0%
D	5407	10.0%
T	5406	10.0%
S	5405	10.0%
N	5404	10.0%
U	5404	10.0%
L	2708	5.0%
C	2705	5.0%
E	2705	5.0%
Other values (5)	5417	10.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	48678	90.0%
Space Separator	5408	10.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
I	8117	16.7%
D	5407	11.1%
T	5406	11.1%
S	5405	11.1%
N	5404	11.1%
U	5404	11.1%
L	2708	5.6%
C	2705	5.6%
E	2705	5.6%
Ó	2702	5.6%
Other values (4)	2715	5.6%

Space Separator

Value	Count	Frequency (%)
	5408	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	48678	90.0%
Common	5408	10.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
I	8117	16.7%
D	5407	11.1%
T	5406	11.1%
S	5405	11.1%
N	5404	11.1%
U	5404	11.1%
L	2708	5.6%
C	2705	5.6%
E	2705	5.6%
Ó	2702	5.6%
Other values (4)	2715	5.6%

Common

Value	Count	Frequency (%)
	5408	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	51384	95.0%
Latin 1 Sup	2702	5.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
I	8117	15.8%
	5408	10.5%
D	5407	10.5%
T	5406	10.5%
S	5405	10.5%
N	5404	10.5%
U	5404	10.5%
L	2708	5.3%
C	2705	5.3%
E	2705	5.3%
Other values (4)	2715	5.3%

Latin 1 Sup

Value	Count	Frequency (%)
Ó	2702	100.0%

CÓDIGO INSTITUCIÓN
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	7
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	21.3 KiB

680010043101.	1046
680010079201.	572
680010115701.	519
680010070101.	447
680010070102.	100
Other values (2)	22

Length

Max length	13
Median length	13
Mean length	12.99556541
Min length	1

Characters and Unicode

Total characters	35166
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	680010070101.
2nd row	680010115701.
3rd row	680010383601.
4th row	680010115701.
5th row	680010079201.

Common Values

Value	Count	Frequency (%)
680010043101.	1046	38.7%
680010079201.	572	21.1%
680010115701.	519	19.2%
680010070101.	447	16.5%
680010070102.	100	3.7%
680010383601.	21	0.8%
.	1	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
680010043101	1046	38.7%
680010079201	572	21.1%
680010115701	519	19.2%
680010070101	447	16.5%
680010070102	100	3.7%
680010383601	21	0.8%
	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	13532	38.5%
1	7941	22.6%
6	2726	7.8%
8	2726	7.8%
.	2706	7.7%
7	1638	4.7%
3	1088	3.1%
4	1046	3.0%
2	672	1.9%
9	572	1.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	32460	92.3%
Other Punctuation	2706	7.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	13532	41.7%
1	7941	24.5%
6	2726	8.4%
8	2726	8.4%
7	1638	5.0%
3	1088	3.4%
4	1046	3.2%
2	672	2.1%
9	572	1.8%
5	519	1.6%

Other Punctuation

Value	Count	Frequency (%)
.	2706	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	35166	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	13532	38.5%
1	7941	22.6%
6	2726	7.8%
8	2726	7.8%
.	2706	7.7%
7	1638	4.7%
3	1088	3.1%
4	1046	3.0%
2	672	1.9%
9	572	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	35166	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	13532	38.5%
1	7941	22.6%
6	2726	7.8%
8	2726	7.8%
.	2706	7.7%
7	1638	4.7%
3	1088	3.1%
4	1046	3.0%
2	672	1.9%
9	572	1.6%

NOMBRE INSTITUCIÓN
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	6
Distinct (%)	0.2%
Missing	1
Missing (%)	< 0.1%
Memory size	21.3 KiB

680010043101 CLINICA MATERNO INFANTIL SAN LUIS SA	1046
680010079201 HOSPITAL UNIVERSITARIO DE SANTANDER	572
680010115701 CLINICA CHICAMOCHA SA	519
680010070101 HOSPITAL LOCAL DEL NORTE	447
680010070102 UNIDAD MATERNO INFANTIL SANTA TERESITA	100

Length

Max length	51
Median length	48
Mean length	43.93937153
Min length	34

Characters and Unicode

Total characters	118856
Distinct characters	29
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	680010070101 HOSPITAL LOCAL DEL NORTE
2nd row	680010115701 CLINICA CHICAMOCHA SA
3rd row	680010383601 CLINICA REGIONAL DEL ORIENTE
4th row	680010115701 CLINICA CHICAMOCHA SA
5th row	680010079201 HOSPITAL UNIVERSITARIO DE SANTANDER

Common Values

Value	Count	Frequency (%)
680010043101 CLINICA MATERNO INFANTIL SAN LUIS SA	1046	38.7%
680010079201 HOSPITAL UNIVERSITARIO DE SANTANDER	572	21.1%
680010115701 CLINICA CHICAMOCHA SA	519	19.2%
680010070101 HOSPITAL LOCAL DEL NORTE	447	16.5%
680010070102 UNIDAD MATERNO INFANTIL SANTA TERESITA	100	3.7%
680010383601 CLINICA REGIONAL DEL ORIENTE	21	0.8%
(Missing)	1	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
clinica	1586	10.4%
sa	1565	10.3%
infantil	1146	7.5%
materno	1146	7.5%
san	1046	6.9%
680010043101	1046	6.9%
luis	1046	6.9%
hospital	1019	6.7%
680010079201	572	3.8%
universitario	572	3.8%
Other values (15)	4454	29.3%

Most occurring characters

Value	Count	Frequency (%)
0	13532	11.4%
	12493	10.5%
A	11130	9.4%
I	10006	8.4%
N	8475	7.1%
1	7941	6.7%
L	6180	5.2%
S	6020	5.1%
T	5223	4.4%
C	5176	4.4%
Other values (19)	32680	27.5%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	73903	62.2%
Decimal Number	32460	27.3%
Space Separator	12493	10.5%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	11130	15.1%
I	10006	13.5%
N	8475	11.5%
L	6180	8.4%
S	6020	8.1%
T	5223	7.1%
C	5176	7.0%
O	4192	5.7%
E	4040	5.5%
R	3451	4.7%
Other values (8)	10010	13.5%

Decimal Number

Value	Count	Frequency (%)
0	13532	41.7%
1	7941	24.5%
6	2726	8.4%
8	2726	8.4%
7	1638	5.0%
3	1088	3.4%
4	1046	3.2%
2	672	2.1%
9	572	1.8%
5	519	1.6%

Space Separator

Value	Count	Frequency (%)
	12493	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	73903	62.2%
Common	44953	37.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	11130	15.1%
I	10006	13.5%
N	8475	11.5%
L	6180	8.4%
S	6020	8.1%
T	5223	7.1%
C	5176	7.0%
O	4192	5.7%
E	4040	5.5%
R	3451	4.7%
Other values (8)	10010	13.5%

Common

Value	Count	Frequency (%)
0	13532	30.1%
	12493	27.8%
1	7941	17.7%
6	2726	6.1%
8	2726	6.1%
7	1638	3.6%
3	1088	2.4%
4	1046	2.3%
2	672	1.5%
9	572	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	118856	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	13532	11.4%
	12493	10.5%
A	11130	9.4%
I	10006	8.4%
N	8475	7.1%
1	7941	6.7%
L	6180	5.2%
S	6020	5.1%
T	5223	4.4%
C	5176	4.4%
Other values (19)	32680	27.5%

SEXO
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	21.3 KiB

MASCULINO	1400
FEMENINO	1306

Length

Max length	9
Median length	9
Mean length	8.51736881
Min length	8

Characters and Unicode

Total characters	23048
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	MASCULINO
2nd row	FEMENINO
3rd row	FEMENINO
4th row	MASCULINO
5th row	FEMENINO

Common Values

Value	Count	Frequency (%)
MASCULINO	1400	51.7%
FEMENINO	1306	48.3%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
masculino	1400	51.7%
femenino	1306	48.3%

Most occurring characters

Value	Count	Frequency (%)
N	4012	17.4%
M	2706	11.7%
I	2706	11.7%
O	2706	11.7%
E	2612	11.3%
A	1400	6.1%
S	1400	6.1%
C	1400	6.1%
U	1400	6.1%
L	1400	6.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	23048	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	4012	17.4%
M	2706	11.7%
I	2706	11.7%
O	2706	11.7%
E	2612	11.3%
A	1400	6.1%
S	1400	6.1%
C	1400	6.1%
U	1400	6.1%
L	1400	6.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	23048	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	4012	17.4%
M	2706	11.7%
I	2706	11.7%
O	2706	11.7%
E	2612	11.3%
A	1400	6.1%
S	1400	6.1%
C	1400	6.1%
U	1400	6.1%
L	1400	6.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	23048	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	4012	17.4%
M	2706	11.7%
I	2706	11.7%
O	2706	11.7%
E	2612	11.3%
A	1400	6.1%
S	1400	6.1%
C	1400	6.1%
U	1400	6.1%
L	1400	6.1%

PESO (Gramos)
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	488
Distinct (%)	18.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3128.703252

Minimum	615
Maximum	4620
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	21.3 KiB

Quantile statistics

Minimum	615
5-th percentile	2250
Q1	2860
median	3175
Q3	3450
95-th percentile	3855
Maximum	4620
Range	4005
Interquartile range (IQR)	590

Descriptive statistics

Standard deviation	505.0604827
Coefficient of variation (CV)	0.1614280557
Kurtosis	2.154749362
Mean	3128.703252
Median Absolute Deviation (MAD)	295
Skewness	-0.8174942308
Sum	8466271
Variance	255086.0912
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3310	25	0.9%
3300	23	0.8%
3330	23	0.8%
3210	23	0.8%
3140	22	0.8%
2950	21	0.8%
3150	21	0.8%
3100	21	0.8%
3410	21	0.8%
3180	20	0.7%
Other values (478)	2486	91.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
615	2	0.1%
700	1	< 0.1%
740	1	< 0.1%
870	1	< 0.1%
885	1	< 0.1%
895	1	< 0.1%
930	1	< 0.1%
940	1	< 0.1%
970	1	< 0.1%
1055	1	< 0.1%

Value	Count	Frequency (%)
4620	1	< 0.1%
4600	1	< 0.1%
4540	1	< 0.1%
4440	1	< 0.1%
4410	1	< 0.1%
4403	1	< 0.1%
4400	1	< 0.1%
4385	1	< 0.1%
4380	1	< 0.1%
4340	2	0.1%

TALLA (Centímetros)
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	32
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	49.97154472

Minimum	21
Maximum	60
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	21.3 KiB

Quantile statistics

Minimum	21
5-th percentile	46
Q1	49
median	50
Q3	51
95-th percentile	54
Maximum	60
Range	39
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.929284163
Coefficient of variation (CV)	0.0586190437
Kurtosis	8.959652812
Mean	49.97154472
Median Absolute Deviation (MAD)	1
Skewness	-1.415519436
Sum	135223
Variance	8.580705709
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
50	559	20.7%
51	449	16.6%
49	414	15.3%
52	280	10.3%
48	245	9.1%
53	178	6.6%
47	157	5.8%
54	89	3.3%
46	75	2.8%
55	61	2.3%
Other values (22)	199	7.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
21	1	< 0.1%
30	2	0.1%
31	1	< 0.1%
32	2	0.1%
33	2	0.1%
34	1	< 0.1%
35	1	< 0.1%
36	1	< 0.1%
37	2	0.1%
38	1	< 0.1%

Value	Count	Frequency (%)
60	1	< 0.1%
59	4	0.1%
58	8	0.3%
57	14	0.5%
56	38	1.4%
55	61	2.3%
54	89	3.3%
53	178	6.6%
52	280	10.3%
51	449	16.6%

FECHA NACIMIENTO
Unsupported

REJECTED
UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	21.3 KiB

TIEMPO DE GESTACIÓN
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	18
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.01145602

Minimum	23
Maximum	41
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	21.3 KiB

Quantile statistics

Minimum	23
5-th percentile	35
Q1	37
median	38
Q3	39
95-th percentile	40
Maximum	41
Range	18
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.921629475
Coefficient of variation (CV)	0.05055395599
Kurtosis	8.234143289
Mean	38.01145602
Median Absolute Deviation (MAD)	1
Skewness	-2.096855636
Sum	102859
Variance	3.692659839
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
39	760	28.1%
38	671	24.8%
40	435	16.1%
37	407	15.0%
36	157	5.8%
35	88	3.3%
34	57	2.1%
41	53	2.0%
33	29	1.1%
32	19	0.7%
Other values (8)	30	1.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
23	1	< 0.1%
24	1	< 0.1%
26	4	0.1%
27	4	0.1%
28	3	0.1%
29	5	0.2%
30	6	0.2%
31	6	0.2%
32	19	0.7%
33	29	1.1%

Value	Count	Frequency (%)
41	53	2.0%
40	435	16.1%
39	760	28.1%
38	671	24.8%
37	407	15.0%
36	157	5.8%
35	88	3.3%
34	57	2.1%
33	29	1.1%
32	19	0.7%

NÚMERO CONSULTAS PRENATALES
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	19
Distinct (%)	0.7%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	6.154898336

Minimum	0
Maximum	20
Zeros	63
Zeros (%)	2.3%
Negative	0
Negative (%)	0.0%
Memory size	21.3 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	5
median	6
Q3	8
95-th percentile	10
Maximum	20
Range	20
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.537011357
Coefficient of variation (CV)	0.4121938688
Kurtosis	1.858889211
Mean	6.154898336
Median Absolute Deviation (MAD)	2
Skewness	0.1784460047
Sum	16649
Variance	6.436426626
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
8	482	17.8%
7	442	16.3%
6	414	15.3%
5	382	14.1%
4	251	9.3%
9	199	7.4%
3	160	5.9%
10	101	3.7%
2	99	3.7%
0	63	2.3%
Other values (9)	112	4.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	63	2.3%
1	56	2.1%
2	99	3.7%
3	160	5.9%
4	251	9.3%
5	382	14.1%
6	414	15.3%
7	442	16.3%
8	482	17.8%
9	199	7.4%

Value	Count	Frequency (%)
20	4	0.1%
18	1	< 0.1%
16	1	< 0.1%
15	16	0.6%
14	3	0.1%
13	2	0.1%
12	25	0.9%
11	4	0.1%
10	101	3.7%
9	199	7.4%

TIPO PARTO
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	21.3 KiB

ESPONTÁNEO	1400
CESÁREA	1298
INSTRUMENTADO	8

Length

Max length	13
Median length	10
Mean length	8.569844789
Min length	7

Characters and Unicode

Total characters	23190
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ESPONTÁNEO
2nd row	CESÁREA
3rd row	ESPONTÁNEO
4th row	CESÁREA
5th row	ESPONTÁNEO

Common Values

Value	Count	Frequency (%)
ESPONTÁNEO	1400	51.7%
CESÁREA	1298	48.0%
INSTRUMENTADO	8	0.3%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
espontáneo	1400	51.7%
cesárea	1298	48.0%
instrumentado	8	0.3%

Most occurring characters

Value	Count	Frequency (%)
E	5404	23.3%
N	2816	12.1%
O	2808	12.1%
S	2706	11.7%
Á	2698	11.6%
T	1416	6.1%
P	1400	6.0%
R	1306	5.6%
A	1306	5.6%
C	1298	5.6%
Other values (4)	32	0.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	23190	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	5404	23.3%
N	2816	12.1%
O	2808	12.1%
S	2706	11.7%
Á	2698	11.6%
T	1416	6.1%
P	1400	6.0%
R	1306	5.6%
A	1306	5.6%
C	1298	5.6%
Other values (4)	32	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	23190	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	5404	23.3%
N	2816	12.1%
O	2808	12.1%
S	2706	11.7%
Á	2698	11.6%
T	1416	6.1%
P	1400	6.0%
R	1306	5.6%
A	1306	5.6%
C	1298	5.6%
Other values (4)	32	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20492	88.4%
Latin 1 Sup	2698	11.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
E	5404	26.4%
N	2816	13.7%
O	2808	13.7%
S	2706	13.2%
T	1416	6.9%
P	1400	6.8%
R	1306	6.4%
A	1306	6.4%
C	1298	6.3%
I	8	< 0.1%
Other values (3)	24	0.1%

Latin 1 Sup

Value	Count	Frequency (%)
Á	2698	100.0%

MULTIPLICIDAD EMBARAZO
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	21.3 KiB

SIMPLE	2649
DOBLE	57

Length

Max length	6
Median length	6
Mean length	5.978935698
Min length	5

Characters and Unicode

Total characters	16179
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SIMPLE
2nd row	SIMPLE
3rd row	SIMPLE
4th row	SIMPLE
5th row	SIMPLE

Common Values

Value	Count	Frequency (%)
SIMPLE	2649	97.9%
DOBLE	57	2.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
simple	2649	97.9%
doble	57	2.1%

Most occurring characters

Value	Count	Frequency (%)
L	2706	16.7%
E	2706	16.7%
S	2649	16.4%
I	2649	16.4%
M	2649	16.4%
P	2649	16.4%
D	57	0.4%
O	57	0.4%
B	57	0.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	16179	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
L	2706	16.7%
E	2706	16.7%
S	2649	16.4%
I	2649	16.4%
M	2649	16.4%
P	2649	16.4%
D	57	0.4%
O	57	0.4%
B	57	0.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	16179	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
L	2706	16.7%
E	2706	16.7%
S	2649	16.4%
I	2649	16.4%
M	2649	16.4%
P	2649	16.4%
D	57	0.4%
O	57	0.4%
B	57	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16179	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
L	2706	16.7%
E	2706	16.7%
S	2649	16.4%
I	2649	16.4%
M	2649	16.4%
P	2649	16.4%
D	57	0.4%
O	57	0.4%
B	57	0.4%

APGAR1
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct	10
Distinct (%)	0.4%
Missing	2
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	7.966715976

Minimum	1
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	21.3 KiB

Quantile statistics

Minimum	1
5-th percentile	7
Q1	8
median	8
Q3	8
95-th percentile	9
Maximum	10
Range	9
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.6974941772
Coefficient of variation (CV)	0.08755102846
Kurtosis	35.77859142
Mean	7.966715976
Median Absolute Deviation (MAD)	0
Skewness	-4.635523722
Sum	21542
Variance	0.4864981272
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
8	2252	83.2%
9	260	9.6%
7	118	4.4%
6	38	1.4%
5	12	0.4%
4	7	0.3%
3	7	0.3%
1	5	0.2%
2	4	0.1%
10	1	< 0.1%
(Missing)	2	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	5	0.2%
2	4	0.1%
3	7	0.3%
4	7	0.3%
5	12	0.4%
6	38	1.4%
7	118	4.4%
8	2252	83.2%
9	260	9.6%
10	1	< 0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
9	260	9.6%
8	2252	83.2%
7	118	4.4%
6	38	1.4%
5	12	0.4%
4	7	0.3%
3	7	0.3%
2	4	0.1%
1	5	0.2%

APGAR2
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct	9
Distinct (%)	0.3%
Missing	2
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	9.162721893

Minimum	2
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	21.3 KiB

Quantile statistics

Minimum	2
5-th percentile	8
Q1	9
median	9
Q3	10
95-th percentile	10
Maximum	10
Range	8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.6914739914
Coefficient of variation (CV)	0.07546600229
Kurtosis	22.7029043
Mean	9.162721893
Median Absolute Deviation (MAD)	0
Skewness	-2.981581325
Sum	24776
Variance	0.4781362807
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
9	1863	68.8%
10	691	25.5%
8	104	3.8%
7	23	0.8%
5	11	0.4%
6	5	0.2%
3	3	0.1%
2	2	0.1%
4	2	0.1%
(Missing)	2	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	2	0.1%
3	3	0.1%
4	2	0.1%
5	11	0.4%
6	5	0.2%
7	23	0.8%
8	104	3.8%
9	1863	68.8%
10	691	25.5%

Value	Count	Frequency (%)
10	691	25.5%
9	1863	68.8%
8	104	3.8%
7	23	0.8%
6	5	0.2%
5	11	0.4%
4	2	0.1%
3	3	0.1%
2	2	0.1%

GRUPO SANGUINEO
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	25
Missing (%)	0.9%
Memory size	21.3 KiB

O	1570
A	812
B	247
AB	52

Length

Max length	2
Median length	1
Mean length	1.019395748
Min length	1

Characters and Unicode

Total characters	2733
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	O
3rd row	AB
4th row	O
5th row	A

Common Values

Value	Count	Frequency (%)
O	1570	58.0%
A	812	30.0%
B	247	9.1%
AB	52	1.9%
(Missing)	25	0.9%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
o	1570	58.6%
a	812	30.3%
b	247	9.2%
ab	52	1.9%

Most occurring characters

Value	Count	Frequency (%)
O	1570	57.4%
A	864	31.6%
B	299	10.9%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	2733	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
O	1570	57.4%
A	864	31.6%
B	299	10.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2733	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
O	1570	57.4%
A	864	31.6%
B	299	10.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2733	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
O	1570	57.4%
A	864	31.6%
B	299	10.9%

FACTOR RH
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	25
Missing (%)	0.9%
Memory size	21.3 KiB

POSITIVO	2542
NEGATIVO	139

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	21448
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	POSITIVO
2nd row	POSITIVO
3rd row	POSITIVO
4th row	POSITIVO
5th row	POSITIVO

Common Values

Value	Count	Frequency (%)
POSITIVO	2542	93.9%
NEGATIVO	139	5.1%
(Missing)	25	0.9%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
positivo	2542	94.8%
negativo	139	5.2%

Most occurring characters

Value	Count	Frequency (%)
O	5223	24.4%
I	5223	24.4%
T	2681	12.5%
V	2681	12.5%
P	2542	11.9%
S	2542	11.9%
N	139	0.6%
E	139	0.6%
G	139	0.6%
A	139	0.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	21448	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
O	5223	24.4%
I	5223	24.4%
T	2681	12.5%
V	2681	12.5%
P	2542	11.9%
S	2542	11.9%
N	139	0.6%
E	139	0.6%
G	139	0.6%
A	139	0.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	21448	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
O	5223	24.4%
I	5223	24.4%
T	2681	12.5%
V	2681	12.5%
P	2542	11.9%
S	2542	11.9%
N	139	0.6%
E	139	0.6%
G	139	0.6%
A	139	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21448	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
O	5223	24.4%
I	5223	24.4%
T	2681	12.5%
V	2681	12.5%
P	2542	11.9%
S	2542	11.9%
N	139	0.6%
E	139	0.6%
G	139	0.6%
A	139	0.6%

PERTENENCIA ÉTNICA
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	21.3 KiB

NINGUNO DE LOS ANTERIORES	2699
NEGRO(A), MULATO(A), AFRO COLOMBIANO(A) O AFRO DESCENDIENTE	5
INDÍGENA	2

Length

Max length	59
Median length	25
Mean length	25.05025868
Min length	8

Characters and Unicode

Total characters	67786
Distinct characters	21
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NINGUNO DE LOS ANTERIORES
2nd row	NINGUNO DE LOS ANTERIORES
3rd row	NINGUNO DE LOS ANTERIORES
4th row	NINGUNO DE LOS ANTERIORES
5th row	NINGUNO DE LOS ANTERIORES

Common Values

Value	Count	Frequency (%)
NINGUNO DE LOS ANTERIORES	2699	99.7%
NEGRO(A), MULATO(A), AFRO COLOMBIANO(A) O AFRO DESCENDIENTE	5	0.2%
INDÍGENA	2	0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
ninguno	2699	24.9%
de	2699	24.9%
los	2699	24.9%
anteriores	2699	24.9%
afro	10	0.1%
mulato(a	5	< 0.1%
colombiano(a	5	< 0.1%
descendiente	5	< 0.1%
o	5	< 0.1%
negro(a	5	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
N	10820	16.0%
O	8137	12.0%
	8127	12.0%
E	8124	12.0%
R	5413	8.0%
I	5410	8.0%
S	5403	8.0%
A	2736	4.0%
D	2711	4.0%
L	2709	4.0%
Other values (11)	8196	12.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	59619	88.0%
Space Separator	8127	12.0%
Open Punctuation	15	< 0.1%
Close Punctuation	15	< 0.1%
Other Punctuation	10	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	10820	18.1%
O	8137	13.6%
E	8124	13.6%
R	5413	9.1%
I	5410	9.1%
S	5403	9.1%
A	2736	4.6%
D	2711	4.5%
L	2709	4.5%
T	2709	4.5%
Other values (7)	5447	9.1%

Space Separator

Value	Count	Frequency (%)
	8127	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	15	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	15	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	10	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	59619	88.0%
Common	8167	12.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	10820	18.1%
O	8137	13.6%
E	8124	13.6%
R	5413	9.1%
I	5410	9.1%
S	5403	9.1%
A	2736	4.6%
D	2711	4.5%
L	2709	4.5%
T	2709	4.5%
Other values (7)	5447	9.1%

Common

Value	Count	Frequency (%)
	8127	99.5%
(	15	0.2%
)	15	0.2%
,	10	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	67784	> 99.9%
Latin 1 Sup	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	10820	16.0%
O	8137	12.0%
	8127	12.0%
E	8124	12.0%
R	5413	8.0%
I	5410	8.0%
S	5403	8.0%
A	2736	4.0%
D	2711	4.0%
L	2709	4.0%
Other values (10)	8194	12.1%

Latin 1 Sup

Value	Count	Frequency (%)
Í	2	100.0%

TIPO DOCUMENTO MADRE
Categorical

HIGH CORRELATION

Distinct	8
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	21.3 KiB

CÉDULA DE CIUDADANÍA.	2114
DOCUMENTO EXTRANJERO.	429
TARJETA DE IDENTIDAD.	99
PERMISO ESPECIAL DE PERMANENCIA.	51
ADULTO SIN IDENTIFICACIÓN.	7
Other values (3)	6

Length

Max length	32
Median length	21
Mean length	21.21914265
Min length	10

Characters and Unicode

Total characters	57419
Distinct characters	22
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	0.1%

Sample

1st row	CÉDULA DE CIUDADANÍA.
2nd row	CÉDULA DE CIUDADANÍA.
3rd row	CÉDULA DE CIUDADANÍA.
4th row	CÉDULA DE CIUDADANÍA.
5th row	DOCUMENTO EXTRANJERO.

Common Values

Value	Count	Frequency (%)
CÉDULA DE CIUDADANÍA.	2114	78.1%
DOCUMENTO EXTRANJERO.	429	15.9%
TARJETA DE IDENTIDAD.	99	3.7%
PERMISO ESPECIAL DE PERMANENCIA.	51	1.9%
ADULTO SIN IDENTIFICACIÓN.	7	0.3%
CÉDULA DE EXTRANJERÍA.	4	0.1%
MENOR SIN IDENTIFICACIÓN.	1	< 0.1%
PASAPORTE.	1	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
de	2268	29.3%
cédula	2118	27.4%
ciudadanía	2114	27.3%
extranjero	429	5.5%
documento	429	5.5%
identidad	99	1.3%
tarjeta	99	1.3%
especial	51	0.7%
permiso	51	0.7%
permanencia	51	0.7%
Other values (6)	29	0.4%

Most occurring characters

Value	Count	Frequency (%)
A	9364	16.3%
D	9355	16.3%
	5032	8.8%
C	4779	8.3%
U	4668	8.1%
E	4026	7.0%
N	3202	5.6%
.	2706	4.7%
I	2505	4.4%
L	2176	3.8%
Other values (12)	9606	16.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	49681	86.5%
Space Separator	5032	8.8%
Other Punctuation	2706	4.7%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	9364	18.8%
D	9355	18.8%
C	4779	9.6%
U	4668	9.4%
E	4026	8.1%
N	3202	6.4%
I	2505	5.0%
L	2176	4.4%
É	2118	4.3%
Í	2118	4.3%
Other values (10)	5370	10.8%

Space Separator

Value	Count	Frequency (%)
	5032	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	2706	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	49681	86.5%
Common	7738	13.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	9364	18.8%
D	9355	18.8%
C	4779	9.6%
U	4668	9.4%
E	4026	8.1%
N	3202	6.4%
I	2505	5.0%
L	2176	4.4%
É	2118	4.3%
Í	2118	4.3%
Other values (10)	5370	10.8%

Common

Value	Count	Frequency (%)
	5032	65.0%
.	2706	35.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	53175	92.6%
Latin 1 Sup	4244	7.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	9364	17.6%
D	9355	17.6%
	5032	9.5%
C	4779	9.0%
U	4668	8.8%
E	4026	7.6%
N	3202	6.0%
.	2706	5.1%
I	2505	4.7%
L	2176	4.1%
Other values (9)	5362	10.1%

Latin 1 Sup

Value	Count	Frequency (%)
É	2118	49.9%
Í	2118	49.9%
Ó	8	0.2%

NÚMERO DOCUMENTO MADRE
Unsupported

REJECTED
UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	21.3 KiB

EDAD MADRE
Categorical

HIGH CORRELATION

Distinct	33
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	21.3 KiB

23(4)	169
22(4)	158
26(4)	157
20(4)	156
24(4)	154
Other values (28)	1912

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	13530
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	18(4)
2nd row	21(4)
3rd row	31(4)
4th row	26(4)
5th row	25(4)

Common Values

Value	Count	Frequency (%)
23(4)	169	6.2%
22(4)	158	5.8%
26(4)	157	5.8%
20(4)	156	5.8%
24(4)	154	5.7%
25(4)	149	5.5%
28(4)	147	5.4%
21(4)	141	5.2%
27(4)	132	4.9%
29(4)	126	4.7%
Other values (23)	1217	45.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
23(4	169	6.2%
22(4	158	5.8%
26(4	157	5.8%
20(4	156	5.8%
24(4	154	5.7%
25(4	149	5.5%
28(4	147	5.4%
21(4	141	5.2%
27(4	132	4.9%
29(4	126	4.7%
Other values (23)	1217	45.0%

Most occurring characters

Value	Count	Frequency (%)
4	3022	22.3%
(	2706	20.0%
)	2706	20.0%
2	1777	13.1%
3	1045	7.7%
1	638	4.7%
0	297	2.2%
8	292	2.2%
9	288	2.1%
5	258	1.9%
Other values (2)	501	3.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8118	60.0%
Open Punctuation	2706	20.0%
Close Punctuation	2706	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	3022	37.2%
2	1777	21.9%
3	1045	12.9%
1	638	7.9%
0	297	3.7%
8	292	3.6%
9	288	3.5%
5	258	3.2%
6	253	3.1%
7	248	3.1%

Open Punctuation

Value	Count	Frequency (%)
(	2706	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2706	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	13530	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	3022	22.3%
(	2706	20.0%
)	2706	20.0%
2	1777	13.1%
3	1045	7.7%
1	638	4.7%
0	297	2.2%
8	292	2.2%
9	288	2.1%
5	258	1.9%
Other values (2)	501	3.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13530	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	3022	22.3%
(	2706	20.0%
)	2706	20.0%
2	1777	13.1%
3	1045	7.7%
1	638	4.7%
0	297	2.2%
8	292	2.2%
9	288	2.1%
5	258	1.9%
Other values (2)	501	3.7%

ESTADO CONYUGAL MADRE
Categorical

HIGH CORRELATION

Distinct	7
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	21.3 KiB

NO ESTÁ CASADA Y LLEVA DOS AÑOS O MÁS VIVIENDO CON SU PAREJA	1284
ESTÁ CASADA	524
NO ESTÁ CASADA Y LLEVA MENOS DE DOS AÑOS VIVIENDO CON SU PAREJA	507
ESTÁ SOLTERA	372
ESTÁ SEPARADA, DIVORCIADA	8
Other values (2)	11

Length

Max length	63
Median length	60
Mean length	44.18292683
Min length	10

Characters and Unicode

Total characters	119559
Distinct characters	23
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NO ESTÁ CASADA Y LLEVA DOS AÑOS O MÁS VIVIENDO CON SU PAREJA
2nd row	NO ESTÁ CASADA Y LLEVA MENOS DE DOS AÑOS VIVIENDO CON SU PAREJA
3rd row	ESTÁ CASADA
4th row	NO ESTÁ CASADA Y LLEVA DOS AÑOS O MÁS VIVIENDO CON SU PAREJA
5th row	NO ESTÁ CASADA Y LLEVA DOS AÑOS O MÁS VIVIENDO CON SU PAREJA

Common Values

Value	Count	Frequency (%)
NO ESTÁ CASADA Y LLEVA DOS AÑOS O MÁS VIVIENDO CON SU PAREJA	1284	47.5%
ESTÁ CASADA	524	19.4%
NO ESTÁ CASADA Y LLEVA MENOS DE DOS AÑOS VIVIENDO CON SU PAREJA	507	18.7%
ESTÁ SOLTERA	372	13.7%
ESTÁ SEPARADA, DIVORCIADA	8	0.3%
SIN INFORMACIÓN	8	0.3%
ESTÁ VIUDA	3	0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
está	2698	10.7%
casada	2315	9.2%
y	1791	7.1%
años	1791	7.1%
pareja	1791	7.1%
viviendo	1791	7.1%
no	1791	7.1%
lleva	1791	7.1%
con	1791	7.1%
dos	1791	7.1%
Other values (11)	5780	23.0%

Most occurring characters

Value	Count	Frequency (%)
	22415	18.7%
A	14532	12.2%
S	12565	10.5%
O	11134	9.3%
E	9465	7.9%
D	6431	5.4%
N	5904	4.9%
V	5384	4.5%
C	4122	3.4%
Á	3982	3.3%
Other values (13)	23625	19.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	97136	81.2%
Space Separator	22415	18.7%
Other Punctuation	8	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	14532	15.0%
S	12565	12.9%
O	11134	11.5%
E	9465	9.7%
D	6431	6.6%
N	5904	6.1%
V	5384	5.5%
C	4122	4.2%
Á	3982	4.1%
L	3954	4.1%
Other values (11)	19663	20.2%

Space Separator

Value	Count	Frequency (%)
	22415	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	8	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	97136	81.2%
Common	22423	18.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	14532	15.0%
S	12565	12.9%
O	11134	11.5%
E	9465	9.7%
D	6431	6.6%
N	5904	6.1%
V	5384	5.5%
C	4122	4.2%
Á	3982	4.1%
L	3954	4.1%
Other values (11)	19663	20.2%

Common

Value	Count	Frequency (%)
	22415	> 99.9%
,	8	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	113778	95.2%
Latin 1 Sup	5781	4.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	22415	19.7%
A	14532	12.8%
S	12565	11.0%
O	11134	9.8%
E	9465	8.3%
D	6431	5.7%
N	5904	5.2%
V	5384	4.7%
C	4122	3.6%
L	3954	3.5%
Other values (10)	17872	15.7%

Latin 1 Sup

Value	Count	Frequency (%)
Á	3982	68.9%
Ñ	1791	31.0%
Ó	8	0.1%

NIVEL EDUCATIVO MADRE
Categorical

HIGH CORRELATION

Distinct	14
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	21.3 KiB

MEDIA ACADÉMICA O CLÁSICA	998
BÁSICA SECUNDARIA	453
PROFESIONAL	366
TÉCNICA PROFESIONAL	244
BÁSICA PRIMARIA	229
Other values (9)	416

Length

Max length	26
Median length	18
Mean length	18.94863267
Min length	7

Characters and Unicode

Total characters	51275
Distinct characters	23
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	MEDIA ACADÉMICA O CLÁSICA
2nd row	BÁSICA SECUNDARIA
3rd row	TECNOLÓGICA
4th row	BÁSICA SECUNDARIA
5th row	MEDIA ACADÉMICA O CLÁSICA

Common Values

Value	Count	Frequency (%)
MEDIA ACADÉMICA O CLÁSICA	998	36.9%
BÁSICA SECUNDARIA	453	16.7%
PROFESIONAL	366	13.5%
TÉCNICA PROFESIONAL	244	9.0%
BÁSICA PRIMARIA	229	8.5%
TECNOLÓGICA	217	8.0%
MEDIA TÉCNICA	94	3.5%
ESPECIALIZACIÓN	65	2.4%
MAESTRÍA	14	0.5%
SIN INFORMACIÓN	8	0.3%
Other values (4)	18	0.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
media	1092	16.2%
clásica	998	14.8%
o	998	14.8%
académica	998	14.8%
básica	682	10.1%
profesional	610	9.1%
secundaria	453	6.7%
técnica	338	5.0%
primaria	229	3.4%
tecnológica	217	3.2%
Other values (8)	113	1.7%

Most occurring characters

Value	Count	Frequency (%)
A	8481	16.5%
C	6383	12.4%
I	6075	11.8%
	5567	10.9%
S	2842	5.5%
D	2547	5.0%
E	2528	4.9%
O	2465	4.8%
M	2347	4.6%
L	1902	3.7%
Other values (13)	10138	19.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	45708	89.1%
Space Separator	5567	10.9%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	8481	18.6%
C	6383	14.0%
I	6075	13.3%
S	2842	6.2%
D	2547	5.6%
E	2528	5.5%
O	2465	5.4%
M	2347	5.1%
L	1902	4.2%
N	1725	3.8%
Other values (12)	8413	18.4%

Space Separator

Value	Count	Frequency (%)
	5567	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	45708	89.1%
Common	5567	10.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	8481	18.6%
C	6383	14.0%
I	6075	13.3%
S	2842	6.2%
D	2547	5.6%
E	2528	5.5%
O	2465	5.4%
M	2347	5.1%
L	1902	4.2%
N	1725	3.8%
Other values (12)	8413	18.4%

Common

Value	Count	Frequency (%)
	5567	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	47955	93.5%
Latin 1 Sup	3320	6.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	8481	17.7%
C	6383	13.3%
I	6075	12.7%
	5567	11.6%
S	2842	5.9%
D	2547	5.3%
E	2528	5.3%
O	2465	5.1%
M	2347	4.9%
L	1902	4.0%
Other values (9)	6818	14.2%

Latin 1 Sup

Value	Count	Frequency (%)
Á	1680	50.6%
É	1336	40.2%
Ó	290	8.7%
Í	14	0.4%

AREA RESIDENCIA
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	21.3 KiB

CABECERA MUNICIPAL	2608
RURAL DISPERSO	96
CENTRO POBLADO (INSPECCIÓN, CORREGIMIENTO O CASERÍO)	2

Length

Max length	52
Median length	18
Mean length	17.88322247
Min length	14

Characters and Unicode

Total characters	48392
Distinct characters	22
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	CABECERA MUNICIPAL
2nd row	CABECERA MUNICIPAL
3rd row	CABECERA MUNICIPAL
4th row	CABECERA MUNICIPAL
5th row	CABECERA MUNICIPAL

Common Values

Value	Count	Frequency (%)
CABECERA MUNICIPAL	2608	96.4%
RURAL DISPERSO	96	3.5%
CENTRO POBLADO (INSPECCIÓN, CORREGIMIENTO O CASERÍO)	2	0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
municipal	2608	48.1%
cabecera	2608	48.1%
disperso	96	1.8%
rural	96	1.8%
inspección	2	< 0.1%
caserío	2	< 0.1%
poblado	2	< 0.1%
o	2	< 0.1%
centro	2	< 0.1%
corregimiento	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
A	7924	16.4%
C	7834	16.2%
E	5322	11.0%
I	5320	11.0%
R	2904	6.0%
	2714	5.6%
P	2708	5.6%
L	2706	5.6%
U	2704	5.6%
N	2616	5.4%
Other values (12)	5640	11.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	45672	94.4%
Space Separator	2714	5.6%
Open Punctuation	2	< 0.1%
Other Punctuation	2	< 0.1%
Close Punctuation	2	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	7924	17.3%
C	7834	17.2%
E	5322	11.7%
I	5320	11.6%
R	2904	6.4%
P	2708	5.9%
L	2706	5.9%
U	2704	5.9%
N	2616	5.7%
B	2610	5.7%
Other values (8)	3024	6.6%

Space Separator

Value	Count	Frequency (%)
	2714	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	45672	94.4%
Common	2720	5.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	7924	17.3%
C	7834	17.2%
E	5322	11.7%
I	5320	11.6%
R	2904	6.4%
P	2708	5.9%
L	2706	5.9%
U	2704	5.9%
N	2616	5.7%
B	2610	5.7%
Other values (8)	3024	6.6%

Common

Value	Count	Frequency (%)
	2714	99.8%
(	2	0.1%
,	2	0.1%
)	2	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	48388	> 99.9%
Latin 1 Sup	4	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	7924	16.4%
C	7834	16.2%
E	5322	11.0%
I	5320	11.0%
R	2904	6.0%
	2714	5.6%
P	2708	5.6%
L	2706	5.6%
U	2704	5.6%
N	2616	5.4%
Other values (10)	5636	11.6%

Latin 1 Sup

Value	Count	Frequency (%)
Ó	2	50.0%
Í	2	50.0%

BARRIO
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing	99
Missing (%)	3.7%
Memory size	21.3 KiB

NÚMERO HIJOS NACIDOS VIVOS
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	10
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.888026608

Minimum	1
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	21.3 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	2
95-th percentile	4
Maximum	10
Range	9
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.017239943
Coefficient of variation (CV)	0.5387847498
Kurtosis	5.969869473
Mean	1.888026608
Median Absolute Deviation (MAD)	1
Skewness	1.794257603
Sum	5109
Variance	1.034777102
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	1123	41.5%
2	1035	38.2%
3	377	13.9%
4	107	4.0%
5	48	1.8%
8	5	0.2%
6	5	0.2%
7	4	0.1%
9	1	< 0.1%
10	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1123	41.5%
2	1035	38.2%
3	377	13.9%
4	107	4.0%
5	48	1.8%
6	5	0.2%
7	4	0.1%
8	5	0.2%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
9	1	< 0.1%
8	5	0.2%
7	4	0.1%
6	5	0.2%
5	48	1.8%
4	107	4.0%
3	377	13.9%
2	1035	38.2%
1	1123	41.5%

FECHA ANTERIOR HIJO NACIDO VIVO
Date

MISSING

Distinct	1332
Distinct (%)	84.1%
Missing	1123
Missing (%)	41.5%
Memory size	21.3 KiB

Minimum	1995-11-01 00:00:00
Maximum	2021-06-22 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

NÚMERO EMBARAZOS
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	11
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.103473762

Minimum	1
Maximum	11
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	21.3 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	3
95-th percentile	4
Maximum	11
Range	10
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.208568813
Coefficient of variation (CV)	0.5745585396
Kurtosis	5.748747994
Mean	2.103473762
Median Absolute Deviation (MAD)	1
Skewness	1.742516189
Sum	5692
Variance	1.460638575
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
1	997	36.8%
2	922	34.1%
3	496	18.3%
4	173	6.4%
5	75	2.8%
6	27	1.0%
7	7	0.3%
11	3	0.1%
8	3	0.1%
9	2	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	997	36.8%
2	922	34.1%
3	496	18.3%
4	173	6.4%
5	75	2.8%
6	27	1.0%
7	7	0.3%
8	3	0.1%
9	2	0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
11	3	0.1%
10	1	< 0.1%
9	2	0.1%
8	3	0.1%
7	7	0.3%
6	27	1.0%
5	75	2.8%
4	173	6.4%
3	496	18.3%
2	922	34.1%

RÉGIMEN SEGURIDAD
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	5
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	21.3 KiB

CONTRIBUTIVO	1262
SUBSIDIADO	938
NO ASEGURADO	440
EXCEPCIÓN	63
ESPECIAL	3

Length

Max length	12
Median length	12
Mean length	11.23244642
Min length	8

Characters and Unicode

Total characters	30395
Distinct characters	19
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SUBSIDIADO
2nd row	CONTRIBUTIVO
3rd row	EXCEPCIÓN
4th row	SUBSIDIADO
5th row	NO ASEGURADO

Common Values

Value	Count	Frequency (%)
CONTRIBUTIVO	1262	46.6%
SUBSIDIADO	938	34.7%
NO ASEGURADO	440	16.3%
EXCEPCIÓN	63	2.3%
ESPECIAL	3	0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
contributivo	1262	40.1%
subsidiado	938	29.8%
no	440	14.0%
asegurado	440	14.0%
excepción	63	2.0%
especial	3	0.1%

Most occurring characters

Value	Count	Frequency (%)
I	4466	14.7%
O	4342	14.3%
U	2640	8.7%
T	2524	8.3%
S	2319	7.6%
D	2316	7.6%
B	2200	7.2%
A	1821	6.0%
N	1765	5.8%
R	1702	5.6%
Other values (9)	4300	14.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	29955	98.6%
Space Separator	440	1.4%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
I	4466	14.9%
O	4342	14.5%
U	2640	8.8%
T	2524	8.4%
S	2319	7.7%
D	2316	7.7%
B	2200	7.3%
A	1821	6.1%
N	1765	5.9%
R	1702	5.7%
Other values (8)	3860	12.9%

Space Separator

Value	Count	Frequency (%)
	440	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	29955	98.6%
Common	440	1.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
I	4466	14.9%
O	4342	14.5%
U	2640	8.8%
T	2524	8.4%
S	2319	7.7%
D	2316	7.7%
B	2200	7.3%
A	1821	6.1%
N	1765	5.9%
R	1702	5.7%
Other values (8)	3860	12.9%

Common

Value	Count	Frequency (%)
	440	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	30332	99.8%
Latin 1 Sup	63	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
I	4466	14.7%
O	4342	14.3%
U	2640	8.7%
T	2524	8.3%
S	2319	7.6%
D	2316	7.6%
B	2200	7.3%
A	1821	6.0%
N	1765	5.8%
R	1702	5.6%
Other values (8)	4237	14.0%

Latin 1 Sup

Value	Count	Frequency (%)
Ó	63	100.0%

TIPO ADMINISTRADORA
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	4
Distinct (%)	0.2%
Missing	440
Missing (%)	16.3%
Memory size	21.3 KiB

ENTIDAD PROMOTORA DE SALUD	1262
ENTIDAD PROMOTORA DE SALUD SUBSIDIADO	938
ENTIDAD EXCEPTUADA DE SALUD	63
ENTIDAD ESPECIAL DE SALUD	3

Length

Max length	37
Median length	26
Mean length	30.57987643
Min length	25

Characters and Unicode

Total characters	69294
Distinct characters	17
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ENTIDAD PROMOTORA DE SALUD SUBSIDIADO
2nd row	ENTIDAD PROMOTORA DE SALUD
3rd row	ENTIDAD EXCEPTUADA DE SALUD
4th row	ENTIDAD PROMOTORA DE SALUD SUBSIDIADO
5th row	ENTIDAD PROMOTORA DE SALUD

Common Values

Value	Count	Frequency (%)
ENTIDAD PROMOTORA DE SALUD	1262	46.6%
ENTIDAD PROMOTORA DE SALUD SUBSIDIADO	938	34.7%
ENTIDAD EXCEPTUADA DE SALUD	63	2.3%
ENTIDAD ESPECIAL DE SALUD	3	0.1%
(Missing)	440	16.3%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
salud	2266	22.7%
entidad	2266	22.7%
de	2266	22.7%
promotora	2200	22.0%
subsidiado	938	9.4%
exceptuada	63	0.6%
especial	3	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
D	11003	15.9%
A	7799	11.3%
	7736	11.2%
O	7538	10.9%
E	4664	6.7%
T	4529	6.5%
R	4400	6.3%
I	4145	6.0%
S	4145	6.0%
U	3267	4.7%
Other values (7)	10068	14.5%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	61558	88.8%
Space Separator	7736	11.2%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
D	11003	17.9%
A	7799	12.7%
O	7538	12.2%
E	4664	7.6%
T	4529	7.4%
R	4400	7.1%
I	4145	6.7%
S	4145	6.7%
U	3267	5.3%
L	2269	3.7%
Other values (6)	7799	12.7%

Space Separator

Value	Count	Frequency (%)
	7736	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	61558	88.8%
Common	7736	11.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
D	11003	17.9%
A	7799	12.7%
O	7538	12.2%
E	4664	7.6%
T	4529	7.4%
R	4400	7.1%
I	4145	6.7%
S	4145	6.7%
U	3267	5.3%
L	2269	3.7%
Other values (6)	7799	12.7%

Common

Value	Count	Frequency (%)
	7736	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	69294	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
D	11003	15.9%
A	7799	11.3%
	7736	11.2%
O	7538	10.9%
E	4664	6.7%
T	4529	6.5%
R	4400	6.3%
I	4145	6.0%
S	4145	6.0%
U	3267	4.7%
Other values (7)	10068	14.5%

NOMBRE ADMINISTRADORA
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	36
Distinct (%)	1.6%
Missing	440
Missing (%)	16.3%
Memory size	21.3 KiB

E.P.S. SANITAS S.A.	367
SALUD TOTAL S.A. ENTIDAD PROMOTORA DE SALUD	303
COOSALUD E.S.S. - ARS COOPERATIVA EMPRESA SOLIDARIA DE SALUD Y DESARROLLO INTEGRAL	247
EPS SURA	209
ASMET SALUD ESS - ASOCIACION MUTUAL LA ESPERANZA	189
Other values (31)	951

Length

Max length	98
Median length	24
Mean length	38.71403354
Min length	8

Characters and Unicode

Total characters	87726
Distinct characters	26
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	0.3%

Sample

1st row	ASMET SALUD ESS - ASOCIACION MUTUAL LA ESPERANZA
2nd row	FUNDACION SALUD MIA EPS
3rd row	POLICIA NACIONAL
4th row	SALUD TOTAL S.A. E.P.S.
5th row	E.P.S. SANITAS S.A.

Common Values

Value	Count	Frequency (%)
E.P.S. SANITAS S.A.	367	13.6%
SALUD TOTAL S.A. ENTIDAD PROMOTORA DE SALUD	303	11.2%
COOSALUD E.S.S. - ARS COOPERATIVA EMPRESA SOLIDARIA DE SALUD Y DESARROLLO INTEGRAL	247	9.1%
EPS SURA	209	7.7%
ASMET SALUD ESS - ASOCIACION MUTUAL LA ESPERANZA	189	7.0%
NUEVA EPS S.A.	140	5.2%
COOMEVA E.P.S. S.A.	116	4.3%
COMPARTA ESS - COOPERATIVA DE SALUD COMUNITARIA EMPRESA SOLIDARIA DE SALUD COMPARTA SALUD LTDA	113	4.2%
FAMISANAR LTDA. E.P.S.	103	3.8%
COOPERATIVA DE SALUD Y DESARROLLO INTEGRAL ZONA SUR ORIENTAL DE CARTAGENA LTDA. COOSALUD E.S.S.-CM	71	2.6%
Other values (26)	408	15.1%
(Missing)	440	16.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
salud	1584	11.9%
s.a	981	7.4%
de	957	7.2%
e.p.s	754	5.7%
	564	4.2%
eps	480	3.6%
cooperativa	446	3.4%
sanitas	419	3.2%
solidaria	364	2.7%
empresa	363	2.7%
Other values (76)	6389	48.0%

Most occurring characters

Value	Count	Frequency (%)
	13457	15.3%
A	12070	13.8%
S	8808	10.0%
E	6173	7.0%
.	5653	6.4%
O	5194	5.9%
D	4598	5.2%
L	4558	5.2%
R	4268	4.9%
T	3802	4.3%
Other values (16)	19145	21.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	67771	77.3%
Space Separator	13457	15.3%
Other Punctuation	5653	6.4%
Dash Punctuation	845	1.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	12070	17.8%
S	8808	13.0%
E	6173	9.1%
O	5194	7.7%
D	4598	6.8%
L	4558	6.7%
R	4268	6.3%
T	3802	5.6%
I	3483	5.1%
U	3043	4.5%
Other values (13)	11774	17.4%

Space Separator

Value	Count	Frequency (%)
	13457	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	845	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	5653	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	67771	77.3%
Common	19955	22.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	12070	17.8%
S	8808	13.0%
E	6173	9.1%
O	5194	7.7%
D	4598	6.8%
L	4558	6.7%
R	4268	6.3%
T	3802	5.6%
I	3483	5.1%
U	3043	4.5%
Other values (13)	11774	17.4%

Common

Value	Count	Frequency (%)
	13457	67.4%
.	5653	28.3%
-	845	4.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	87710	> 99.9%
Latin 1 Sup	16	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	13457	15.3%
A	12070	13.8%
S	8808	10.0%
E	6173	7.0%
.	5653	6.4%
O	5194	5.9%
D	4598	5.2%
L	4558	5.2%
R	4268	4.9%
T	3802	4.3%
Other values (15)	19129	21.8%

Latin 1 Sup

Value	Count	Frequency (%)
Ó	16	100.0%

ÚLTIMA FECHA MODIFICACIÓN
Date

Distinct	176
Distinct (%)	6.5%
Missing	0
Missing (%)	0.0%
Memory size	21.3 KiB

Minimum	2021-01-01 00:00:00
Maximum	2021-06-30 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

FECHA REGISTRO
Date

Distinct	181
Distinct (%)	6.7%
Missing	0
Missing (%)	0.0%
Memory size	21.3 KiB

Minimum	2021-01-01 00:00:00
Maximum	2021-06-30 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	df_index	NÚMERO CERTIFICADO	AREA NACIMIENTO	SITIO NACIMIENTO	CÓDIGO INSTITUCIÓN	NOMBRE INSTITUCIÓN	SEXO	PESO (Gramos)	TALLA (Centímetros)	FECHA NACIMIENTO	TIEMPO DE GESTACIÓN	NÚMERO CONSULTAS PRENATALES	TIPO PARTO	MULTIPLICIDAD EMBARAZO	APGAR1	APGAR2	GRUPO SANGUINEO	FACTOR RH	PERTENENCIA ÉTNICA	TIPO DOCUMENTO MADRE	NÚMERO DOCUMENTO MADRE	EDAD MADRE	ESTADO CONYUGAL MADRE	NIVEL EDUCATIVO MADRE	AREA RESIDENCIA	BARRIO	NÚMERO HIJOS NACIDOS VIVOS	FECHA ANTERIOR HIJO NACIDO VIVO	NÚMERO EMBARAZOS	RÉGIMEN SEGURIDAD	TIPO ADMINISTRADORA	NOMBRE ADMINISTRADORA	ÚLTIMA FECHA MODIFICACIÓN	FECHA REGISTRO
0	0	163800152	CABECERA MUNICIPAL	INSTITUCIÓN DE SALUD	680010070101.	680010070101 HOSPITAL LOCAL DEL NORTE	MASCULINO	3520	50	01/01/2021	40	6.0	ESPONTÁNEO	SIMPLE	9.0	10.0	A	POSITIVO	NINGUNO DE LOS ANTERIORES	CÉDULA DE CIUDADANÍA.	1005297046	18(4)	NO ESTÁ CASADA Y LLEVA DOS AÑOS O MÁS VIVIENDO CON SU PAREJA	MEDIA ACADÉMICA O CLÁSICA	CABECERA MUNICIPAL	CAMPO MADRID	1	NaT	1	SUBSIDIADO	ENTIDAD PROMOTORA DE SALUD SUBSIDIADO	ASMET SALUD ESS - ASOCIACION MUTUAL LA ESPERANZA	2021-01-01	2021-01-01
1	2	163801973	CABECERA MUNICIPAL	INSTITUCIÓN DE SALUD	680010115701.	680010115701 CLINICA CHICAMOCHA SA	FEMENINO	2000	46	2021-01-01 00:00:00	33	5.0	CESÁREA	SIMPLE	5.0	7.0	O	POSITIVO	NINGUNO DE LOS ANTERIORES	CÉDULA DE CIUDADANÍA.	1095955266	21(4)	NO ESTÁ CASADA Y LLEVA MENOS DE DOS AÑOS VIVIENDO CON SU PAREJA	BÁSICA SECUNDARIA	CABECERA MUNICIPAL	LA INMACULADA	2	2016-07-31	2	CONTRIBUTIVO	ENTIDAD PROMOTORA DE SALUD	FUNDACION SALUD MIA EPS	2021-01-07	2021-01-01
2	3	163793067	CABECERA MUNICIPAL	INSTITUCIÓN DE SALUD	680010383601.	680010383601 CLINICA REGIONAL DEL ORIENTE	FEMENINO	3560	51	2021-01-01 00:00:00	37	7.0	ESPONTÁNEO	SIMPLE	9.0	10.0	AB	POSITIVO	NINGUNO DE LOS ANTERIORES	CÉDULA DE CIUDADANÍA.	1098672909	31(4)	ESTÁ CASADA	TECNOLÓGICA	CABECERA MUNICIPAL	EL CARMEN	3	2014-05-12	3	EXCEPCIÓN	ENTIDAD EXCEPTUADA DE SALUD	POLICIA NACIONAL	2021-01-01	2021-01-01
3	4	163801980	CABECERA MUNICIPAL	INSTITUCIÓN DE SALUD	680010115701.	680010115701 CLINICA CHICAMOCHA SA	MASCULINO	2690	52	2021-01-01 00:00:00	38	5.0	CESÁREA	SIMPLE	6.0	9.0	O	POSITIVO	NINGUNO DE LOS ANTERIORES	CÉDULA DE CIUDADANÍA.	1100894475	26(4)	NO ESTÁ CASADA Y LLEVA DOS AÑOS O MÁS VIVIENDO CON SU PAREJA	BÁSICA SECUNDARIA	CABECERA MUNICIPAL	COLORADOS	2	2011-09-26	2	SUBSIDIADO	ENTIDAD PROMOTORA DE SALUD SUBSIDIADO	SALUD TOTAL S.A. E.P.S.	2021-01-07	2021-01-01
4	5	163803643	CABECERA MUNICIPAL	INSTITUCIÓN DE SALUD	680010079201.	680010079201 HOSPITAL UNIVERSITARIO DE SANTANDER	FEMENINO	3090	52	2021-01-01 00:00:00	39	8.0	ESPONTÁNEO	SIMPLE	8.0	9.0	A	POSITIVO	NINGUNO DE LOS ANTERIORES	DOCUMENTO EXTRANJERO.	VEN22545909	25(4)	NO ESTÁ CASADA Y LLEVA DOS AÑOS O MÁS VIVIENDO CON SU PAREJA	MEDIA ACADÉMICA O CLÁSICA	CABECERA MUNICIPAL	GIRARDOT	1	NaT	1	NO ASEGURADO	NaN	NaN	2021-01-04	2021-01-01
5	6	163799287	CABECERA MUNICIPAL	INSTITUCIÓN DE SALUD	680010043101.	680010043101 CLINICA MATERNO INFANTIL SAN LUIS SA	MASCULINO	3540	52	2021-01-01 00:00:00	40	10.0	CESÁREA	SIMPLE	8.0	9.0	B	POSITIVO	NINGUNO DE LOS ANTERIORES	CÉDULA DE CIUDADANÍA.	1013583655	34(4)	NO ESTÁ CASADA Y LLEVA DOS AÑOS O MÁS VIVIENDO CON SU PAREJA	ESPECIALIZACIÓN	CABECERA MUNICIPAL	DIAMANTE II	1	NaT	1	CONTRIBUTIVO	ENTIDAD PROMOTORA DE SALUD	E.P.S. SANITAS S.A.	2021-01-05	2021-01-01
6	7	163799294	CABECERA MUNICIPAL	INSTITUCIÓN DE SALUD	680010043101.	680010043101 CLINICA MATERNO INFANTIL SAN LUIS SA	FEMENINO	2225	45	2021-01-01 00:00:00	33	5.0	CESÁREA	SIMPLE	8.0	9.0	O	POSITIVO	NINGUNO DE LOS ANTERIORES	CÉDULA DE CIUDADANÍA.	1098757748	26(4)	ESTÁ CASADA	MAESTRÍA	CABECERA MUNICIPAL	ALTOS DE FONTANA	1	NaT	1	CONTRIBUTIVO	ENTIDAD PROMOTORA DE SALUD	EPS SURA	2021-01-05	2021-01-01
7	8	163800164	CABECERA MUNICIPAL	INSTITUCIÓN DE SALUD	680010070101.	680010070101 HOSPITAL LOCAL DEL NORTE	FEMENINO	3020	52	2021-01-01 00:00:00	40	9.0	ESPONTÁNEO	SIMPLE	8.0	10.0	A	POSITIVO	NINGUNO DE LOS ANTERIORES	CÉDULA DE CIUDADANÍA.	1005448858	19(4)	NO ESTÁ CASADA Y LLEVA DOS AÑOS O MÁS VIVIENDO CON SU PAREJA	BÁSICA SECUNDARIA	CABECERA MUNICIPAL	ROMERO	1	NaT	1	SUBSIDIADO	ENTIDAD PROMOTORA DE SALUD SUBSIDIADO	COOSALUD E.S.S. - ARS COOPERATIVA EMPRESA SOLIDARIA DE SALUD Y DESARROLLO INTEGRAL	2021-01-12	2021-01-02
8	9	164430026	CABECERA MUNICIPAL	INSTITUCIÓN DE SALUD	680010043101.	680010043101 CLINICA MATERNO INFANTIL SAN LUIS SA	FEMENINO	2990	49	2021-01-02 00:00:00	37	7.0	CESÁREA	SIMPLE	8.0	9.0	O	POSITIVO	NINGUNO DE LOS ANTERIORES	CÉDULA DE CIUDADANÍA.	63528779	38(4)	NO ESTÁ CASADA Y LLEVA DOS AÑOS O MÁS VIVIENDO CON SU PAREJA	PROFESIONAL	CABECERA MUNICIPAL	REAL DE MINAS	2	2010-10-15	2	CONTRIBUTIVO	ENTIDAD PROMOTORA DE SALUD	E.P.S. SANITAS S.A.	2021-01-05	2021-01-02
9	10	163803668	CABECERA MUNICIPAL	INSTITUCIÓN DE SALUD	680010079201.	680010079201 HOSPITAL UNIVERSITARIO DE SANTANDER	MASCULINO	1905	45	2021-01-02 00:00:00	34	0.0	ESPONTÁNEO	SIMPLE	8.0	9.0	A	NEGATIVO	NINGUNO DE LOS ANTERIORES	DOCUMENTO EXTRANJERO.	VEN26616040	24(4)	NO ESTÁ CASADA Y LLEVA DOS AÑOS O MÁS VIVIENDO CON SU PAREJA	BÁSICA PRIMARIA	CABECERA MUNICIPAL	SAN FRANCISCO	4	2013-03-11	4	NO ASEGURADO	NaN	NaN	2021-01-04	2021-01-02

Last rows

	df_index	NÚMERO CERTIFICADO	AREA NACIMIENTO	SITIO NACIMIENTO	CÓDIGO INSTITUCIÓN	NOMBRE INSTITUCIÓN	SEXO	PESO (Gramos)	TALLA (Centímetros)	FECHA NACIMIENTO	TIEMPO DE GESTACIÓN	NÚMERO CONSULTAS PRENATALES	TIPO PARTO	MULTIPLICIDAD EMBARAZO	APGAR1	APGAR2	GRUPO SANGUINEO	FACTOR RH	PERTENENCIA ÉTNICA	TIPO DOCUMENTO MADRE	NÚMERO DOCUMENTO MADRE	EDAD MADRE	ESTADO CONYUGAL MADRE	NIVEL EDUCATIVO MADRE	AREA RESIDENCIA	BARRIO	NÚMERO HIJOS NACIDOS VIVOS	FECHA ANTERIOR HIJO NACIDO VIVO	NÚMERO EMBARAZOS	RÉGIMEN SEGURIDAD	TIPO ADMINISTRADORA	NOMBRE ADMINISTRADORA	ÚLTIMA FECHA MODIFICACIÓN	FECHA REGISTRO
2696	2697	166825374	CABECERA MUNICIPAL	INSTITUCIÓN DE SALUD	680010079201.	680010079201 HOSPITAL UNIVERSITARIO DE SANTANDER	MASCULINO	2480	51	2021-06-29 00:00:00	37	9.0	CESÁREA	SIMPLE	8.0	9.0	A	POSITIVO	NINGUNO DE LOS ANTERIORES	CÉDULA DE CIUDADANÍA.	1005039068	25(4)	NO ESTÁ CASADA Y LLEVA DOS AÑOS O MÁS VIVIENDO CON SU PAREJA	BÁSICA PRIMARIA	CABECERA MUNICIPAL	DIVINO NIÑO	1	NaT	1	SUBSIDIADO	ENTIDAD PROMOTORA DE SALUD SUBSIDIADO	COMPARTA ESS - COOPERATIVA DE SALUD COMUNITARIA EMPRESA SOLIDARIA DE SALUD COMPARTA SALUD LTDA	2021-06-30	2021-06-29
2697	2698	166830559	CABECERA MUNICIPAL	INSTITUCIÓN DE SALUD	680010043101.	680010043101 CLINICA MATERNO INFANTIL SAN LUIS SA	MASCULINO	4385	52	2021-06-30 00:00:00	40	7.0	ESPONTÁNEO	SIMPLE	8.0	9.0	NaN	NaN	NINGUNO DE LOS ANTERIORES	CÉDULA DE CIUDADANÍA.	1098720184	29(4)	ESTÁ CASADA	BÁSICA SECUNDARIA	CABECERA MUNICIPAL	RTANSICION	3	2016-02-25	3	CONTRIBUTIVO	ENTIDAD PROMOTORA DE SALUD	SALUD TOTAL S.A. ENTIDAD PROMOTORA DE SALUD	2021-06-30	2021-06-30
2698	2699	166826647	CABECERA MUNICIPAL	INSTITUCIÓN DE SALUD	680010070101.	680010070101 HOSPITAL LOCAL DEL NORTE	MASCULINO	3210	47	2021-06-30 00:00:00	39	4.0	CESÁREA	SIMPLE	8.0	10.0	A	POSITIVO	NINGUNO DE LOS ANTERIORES	TARJETA DE IDENTIDAD.	1005237807	17(4)	ESTÁ SOLTERA	BÁSICA SECUNDARIA	CABECERA MUNICIPAL	TRANSICIÓN	1	NaT	2	SUBSIDIADO	ENTIDAD PROMOTORA DE SALUD SUBSIDIADO	ASMET SALUD ESS - ASOCIACION MUTUAL LA ESPERANZA	2021-06-30	2021-06-30
2699	2700	166830460	CABECERA MUNICIPAL	INSTITUCIÓN DE SALUD	680010043101.	680010043101 CLINICA MATERNO INFANTIL SAN LUIS SA	MASCULINO	3195	48	2021-06-30 00:00:00	40	5.0	CESÁREA	SIMPLE	8.0	9.0	O	POSITIVO	NINGUNO DE LOS ANTERIORES	CÉDULA DE CIUDADANÍA.	1098733012	28(4)	NO ESTÁ CASADA Y LLEVA DOS AÑOS O MÁS VIVIENDO CON SU PAREJA	TECNOLÓGICA	CABECERA MUNICIPAL	SAN MARTIN PARTE ALTA	2	2013-03-06	2	CONTRIBUTIVO	ENTIDAD PROMOTORA DE SALUD	COOPERATIVA DE SALUD Y DESARROLLO INTEGRAL ZONA SUR ORIENTAL DE CARTAGENA LTDA. COOSALUD E.S.S.-CM	2021-06-30	2021-06-30
2700	2701	166829230	CABECERA MUNICIPAL	INSTITUCIÓN DE SALUD	680010070102.	680010070102 UNIDAD MATERNO INFANTIL SANTA TERESITA	FEMENINO	3020	47	2021-06-30 00:00:00	39	5.0	ESPONTÁNEO	SIMPLE	9.0	10.0	O	POSITIVO	NINGUNO DE LOS ANTERIORES	CÉDULA DE CIUDADANÍA.	1005106049	19(4)	NO ESTÁ CASADA Y LLEVA MENOS DE DOS AÑOS VIVIENDO CON SU PAREJA	MEDIA ACADÉMICA O CLÁSICA	CABECERA MUNICIPAL	MUTIS	2	2016-08-04	2	SUBSIDIADO	ENTIDAD PROMOTORA DE SALUD SUBSIDIADO	ASMET SALUD ESS - ASOCIACION MUTUAL LA ESPERANZA	2021-06-30	2021-06-30
2701	2702	166830574	CABECERA MUNICIPAL	INSTITUCIÓN DE SALUD	680010043101.	680010043101 CLINICA MATERNO INFANTIL SAN LUIS SA	MASCULINO	3410	49	2021-06-30 00:00:00	38	8.0	CESÁREA	SIMPLE	8.0	9.0	NaN	NaN	NINGUNO DE LOS ANTERIORES	CÉDULA DE CIUDADANÍA.	1098772920	26(4)	NO ESTÁ CASADA Y LLEVA MENOS DE DOS AÑOS VIVIENDO CON SU PAREJA	BÁSICA SECUNDARIA	CABECERA MUNICIPAL	NaN	3	2018-07-06	3	SUBSIDIADO	ENTIDAD PROMOTORA DE SALUD SUBSIDIADO	ASMET SALUD ESS - ASOCIACION MUTUAL LA ESPERANZA	2021-06-30	2021-06-30
2702	2703	166830581	CABECERA MUNICIPAL	INSTITUCIÓN DE SALUD	680010043101.	680010043101 CLINICA MATERNO INFANTIL SAN LUIS SA	MASCULINO	2710	48	2021-06-30 00:00:00	37	9.0	CESÁREA	SIMPLE	8.0	9.0	NaN	NaN	NINGUNO DE LOS ANTERIORES	CÉDULA DE CIUDADANÍA.	1098722310	29(4)	ESTÁ CASADA	PROFESIONAL	CABECERA MUNICIPAL	TORRE ASPEN	1	NaT	1	CONTRIBUTIVO	ENTIDAD PROMOTORA DE SALUD	COOPERATIVA DE SALUD Y DESARROLLO INTEGRAL ZONA SUR ORIENTAL DE CARTAGENA LTDA. COOSALUD E.S.S.-CM	2021-06-30	2021-06-30
2703	2704	166830600	CABECERA MUNICIPAL	INSTITUCIÓN DE SALUD	680010043101.	680010043101 CLINICA MATERNO INFANTIL SAN LUIS SA	FEMENINO	3315	49	2021-06-30 00:00:00	35	8.0	CESÁREA	SIMPLE	8.0	9.0	NaN	NaN	NINGUNO DE LOS ANTERIORES	CÉDULA DE CIUDADANÍA.	1098735463	28(4)	NO ESTÁ CASADA Y LLEVA MENOS DE DOS AÑOS VIVIENDO CON SU PAREJA	PROFESIONAL	CABECERA MUNICIPAL	SAN MIGUEL	1	NaT	2	CONTRIBUTIVO	ENTIDAD PROMOTORA DE SALUD	COOMEVA E.P.S. S.A.	2021-06-30	2021-06-30
2704	2705	166830503	CABECERA MUNICIPAL	INSTITUCIÓN DE SALUD	680010043101.	680010043101 CLINICA MATERNO INFANTIL SAN LUIS SA	FEMENINO	2955	50	2021-06-30 00:00:00	39	6.0	ESPONTÁNEO	SIMPLE	8.0	9.0	NaN	NaN	NINGUNO DE LOS ANTERIORES	CÉDULA DE CIUDADANÍA.	1098652714	33(4)	ESTÁ CASADA	ESPECIALIZACIÓN	CABECERA MUNICIPAL	CENTRO	1	NaT	3	CONTRIBUTIVO	ENTIDAD PROMOTORA DE SALUD	EPS SURA	2021-06-30	2021-06-30
2705	2706	166825399	CABECERA MUNICIPAL	INSTITUCIÓN DE SALUD	680010079201.	680010079201 HOSPITAL UNIVERSITARIO DE SANTANDER	FEMENINO	2690	50	2021-06-30 00:00:00	37	8.0	CESÁREA	SIMPLE	8.0	9.0	NaN	NaN	NINGUNO DE LOS ANTERIORES	CÉDULA DE CIUDADANÍA.	37748513	41(4)	NO ESTÁ CASADA Y LLEVA MENOS DE DOS AÑOS VIVIENDO CON SU PAREJA	MEDIA ACADÉMICA O CLÁSICA	CABECERA MUNICIPAL	ESTORAQUES	3	2008-07-19	3	SUBSIDIADO	ENTIDAD PROMOTORA DE SALUD SUBSIDIADO	ASMET SALUD ESS - ASOCIACION MUTUAL LA ESPERANZA	2021-06-30	2021-06-30

Overview

Variables

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Latin 1 Sup

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters